The hjorth's IDB generator of distributions: properties, characterizations, regression modeling and applications
Yükleniyor...
Dosyalar
Tarih
2020
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Atlantis Press
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
We introduce a new flexible class of continuous distributions via the Hjorth’s IDB model. We provide some mathematical prop-erties of the new family. Characterizations based on two truncated moments, conditional expectation as well as in terms of thehazard function are presented. The maximum likelihood method is used for estimating the model parameters. We assess the per-formance of the maximum likelihood estimators in terms of biases and mean squared errors by means of the simulation study.A new regression model as well as residual analysis are presented. Finally, the usefulness of the family is illustrated by means offour real data sets. The new model provides consistently better fits than other competitive models for these data sets.
Açıklama
Anahtar Kelimeler
Hjorth model, Generalized distribution family, Regression, Residual analysis, Characterizations, Bathtub, Hazard rate, PISA data, Student cognitive skill data
Kaynak
Journal of Statistical Theory and Applications (JSTA)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
19
Sayı
1
Künye
Korkmaz, M. Ç., Altun, E., Yousof, H. M., & Hamedani, G. G. (2020). The Hjorth's IDB Generator of Distributions: Properties, Characterizations, Regression Modeling and Applications. Journal of Statistical Theory and Applications, 19(1), 59-74.
